AI Prompt for Agent Architectures (ReAct, Plan-Execute, Multi-agent)
Refactor an existing single-loop tool-calling agent for SQL report writing into a agent debate architecture using Vercel AI SDK. Focus: what to split, what to keep, what to evaluate.
More prompts for Agent Architectures (ReAct, Plan-Execute, Multi-agent).
End-to-end CodeAct (code as action) agent implemented in Vercel AI SDK for SEO keyword research. Includes graph/state design, tool wiring, loop termination, observability via Braintrust, and evals.
Multi-agent loop-until-done with critic system in AutoGen tackling SQL report writing in a e-commerce context. Roles, handoffs, shared state, and supervisor logic.
Multi-agent loop-until-done with critic system in Inngest agent-kit tackling onboarding coordinator in a HR context. Roles, handoffs, shared state, and supervisor logic.
Agent loop that critiques and revises its own output for customer support triage. Full trace capture via LangSmith, retry budget, and ship criteria.
Agent loop that critiques and revises its own output for incident postmortem drafting. Full trace capture via OpenTelemetry + Honeycomb, retry budget, and ship criteria.
Agent loop that critiques and revises its own output for content calendar planning. Full trace capture via Weights & Biases Weave, retry budget, and ship criteria.